Neurite Orientation Dispersion and Density Imaging (NODDI) reveals white matter microstructural changes in Obstructive Sleep Apnea Hypopnea Syndrome (OSAHS) patients with cognitive impairment

被引:0
|
作者
Ning, Ke [1 ]
Fan, Dechao [2 ]
Liu, Yuzhu [1 ]
Sun, Yubing [1 ]
Liu, Yajie [3 ]
Lin, Yongzhong [1 ]
机构
[1] Dalian Med Univ, Dept Neurol, Hosp 2, 467 Zhongshan Rd, Dalian 116021, Peoples R China
[2] Harbin Med Univ, Affiliated Hosp 1, Dept Orthoped, Harbin, Peoples R China
[3] Dalian Med Univ, Dept Radiol, Hosp 2, 467 Zhongshan Rd, Dalian 116021, Peoples R China
关键词
Obstructive Sleep Apnea Hypopnea Syndrome (OSAHS); Cognitive impairment; Neurite Orientation Dispersion and Density Imaging (NODDI); PARKINSONS-DISEASE; BRAIN;
D O I
10.1016/j.mri.2024.110234
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose: This study aimed to assess changes in white matter microstructure among patients undergoing obstructive sleep apnea hypopnea syndrome (OSAHS) complicated by cognitive impairment through neurite orientation dispersion and density imaging (NODDI), and evaluate the relationship to cognitive impairment as well as the diagnostic performance in early intervention. Methods: Totally 23 OSAHS patients, 43 OSAHS patients complicated by cognitive impairment, and 15 healthy controls were enrolled in OSA, OSACI and HC groups of this work. NODDI toolbox and FMRIB's Software Library (FSL) were used to calculate neurite density index (NDI), Fractional anisotropy (FA), volume fraction of isotropic water molecules (Viso), and orientation dispersion index (ODI). Tract-based spatial statistics (TBSS) were carried out to examine the above metrics with one-way ANOVA. This study explored the correlations of the above metrics with mini-mental state examination (MMSE), and montreal cognitive assessment (MoCA) scores. Furthermore, receiver operating characteristic (ROC) curves were plotted. Meanwhile, area under curve (AUC) values were calculated to evaluate the diagnostic performance of the above metrics. Results: NDI, ODI, Viso, and FA were significantly different among different brain white matter regions, among which, difference in NDI showed the greatest statistical significance. In comparison with HC group, OSA group had reduced NDI and ODI, whereas elevated Viso levels. Conversely, compared to the OSA group, the OSACI group displayed a slight increase in NDI and ODI values, which remained lower than HC group, viso values continued to rise. Post-hoc analysis highlighted significant differences in these metrics, except for FA, which showed no notable changes or correlations with neuropsychological tests. ROC analysis confirmed the diagnostic efficacy of NDI, ODI, and Viso with AUCs of 0.6908, 0.6626, and 0.6363, respectively, whereas FA's AUC of 0.5042, indicating insufficient diagnostic efficacy. Conclusions: This study confirmed that NODDI effectively reveals microstructural changes in white matter of OSAHS patients with cognitive impairment, providing neuroimaging evidence for early clinical diagnosis and intervention.
引用
收藏
页数:9
相关论文
共 48 条
  • [21] Correlation between oxidative stress and cognitive impairment in patients with obstructive sleep apnea-hypopnea syndrome
    Jia, Pingdong
    Ma, Lewei
    Wang, Zhangxia
    Wang, Nannan
    Liao, Ruomin
    VOJNOSANITETSKI PREGLED, 2022, 79 (11) : 1085 - 1091
  • [22] Preserved white matter microstructure in Parkinson's disease patients with levodopa-induced dyskinesia: Evaluation by neurite orientation dispersion and density imaging (NODDI)
    Ogawa, T.
    Hatano, T.
    Takeshige, H.
    Andica, C.
    Kamagata, K.
    Saito, A.
    Koinuma, T.
    Nakamura, R.
    Iwamuro, H.
    Oyama, G.
    Shimo, Y.
    Umemura, A.
    Ito, M.
    Aoki, S.
    Hattori, N.
    MOVEMENT DISORDERS, 2019, 34 : S818 - S819
  • [23] Investigating Microstructural Changes in White Matter in Multiple Sclerosis: A Systematic Review and Meta-Analysis of Neurite Orientation Dispersion and Density Imaging
    Alotaibi, Abdulmajeed
    Podlasek, Anna
    AlTokhis, Amjad
    Aldhebaib, Ali
    Dineen, Rob A.
    Constantinescu, Cris S.
    BRAIN SCIENCES, 2021, 11 (09)
  • [24] Neurite orientation dispersion and density imaging reveals abnormal white matter and glymphatic function in active young boxers
    Huang, Wenjing
    Ma, Laiyang
    Yan, Jiahao
    Hu, Wanjun
    Liu, Guangyao
    Wang, Rui
    Zhang, Jing
    EUROPEAN JOURNAL OF SPORT SCIENCE, 2024, 24 (07) : 975 - 986
  • [25] Effect of CPAP therapy on C-reactive protein and cognitive impairment in patients with obstructive sleep apnea hypopnea syndrome
    Shu Qing Wu
    Qing Chi Liao
    Xing Xiang Xu
    Li Sun
    Jing Wang
    Rui Chen
    Sleep and Breathing, 2016, 20 : 1185 - 1192
  • [26] Relationship between soluble Semaphorin4D and cognitive impairment in patients with obstructive sleep apnea–hypopnea syndrome
    Yanyu He
    Li Xiang
    Liang-Ping Zhao
    Siew-Pang Chan
    Rui Chen
    European Archives of Oto-Rhino-Laryngology, 2017, 274 : 1263 - 1268
  • [27] PHENOTYPES OF OBJECTIVE COGNITIVE IMPAIRMENT IN PATIENTS WITH OBSTRUCTIVE SLEEP APNEA-HYPOPNEA SYNDROME IN THE MAASTRICHT ATTENTION AND MEMORY CHECKLIST
    Ntafouli, M.
    Steiropoulos, P.
    Economou, N. T.
    Mpougia, M.
    Vagiakis, E.
    Vavougios, G.
    Gourgoulianis, K.
    SLEEP MEDICINE, 2017, 40 : E242 - E243
  • [28] Effect of CPAP therapy on C-reactive protein and cognitive impairment in patients with obstructive sleep apnea hypopnea syndrome
    Wu, Shu Qing
    Liao, Qing Chi
    Xu, Xing Xiang
    Sun, Li
    Wang, Jing
    Chen, Rui
    SLEEP AND BREATHING, 2016, 20 (04) : 1185 - 1192
  • [29] CHANGES OF BODY WEIGHT AND APNEA SEVERITY OVER ONE YEAR AFTER CPAP TREATMENT IN PATIENTS WITH OBSTRUCTIVE SLEEP APNEA-HYPOPNEA SYNDROME (OSAHS)
    Mukomatsu, Y.
    Ogawa, S.
    Yamaguchi, Y.
    SLEEP, 2012, 35 : A170 - A170
  • [30] White Matter Microstructure of the Genu of the Corpus Callosum Measured Using Neurite Orientation Dispersion and Density Imaging (NODDI) Is Associated with Cardiorespiratory Fitness in Older Adults
    Miller, Kathleen
    Howery, Anna J.
    Corkery, Adam
    Loggie, Nicole A.
    Eldridge, Marlowe
    Barnes, Jill N.
    PHYSIOLOGY, 2024, 39